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[Feature Request]: Implement Onnx operators #26700

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avidiyal opened this issue Sep 20, 2024 · 1 comment
Open
1 task done

[Feature Request]: Implement Onnx operators #26700

avidiyal opened this issue Sep 20, 2024 · 1 comment
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category: ONNX FE OpenVINO ONNX FrontEnd enhancement New feature or request feature New feature request

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@avidiyal
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Request Description

ML.Net models which use ONNX in the backend has some operators which are not supported by OpenVINO

Like "ai.onnx.ml.LabelEncoder, ai.onnx.ml.OneHotEncoder, ai.onnx.ml.Imputer, ai.onnx.ml.FeatureVectorizer, ai.onnx.ml.TreeEnsembleRegressor"

MLnet is becoming more predominantly being used for client usecases.

These are part of ONNX operator support
https://onnx.ai/onnx/operators/onnx_aionnxml_LabelEncoder.html

Feature Use Case

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Issue submission checklist

  • The feature request or improvement must be related to OpenVINO
@avidiyal avidiyal added enhancement New feature or request feature New feature request labels Sep 20, 2024
@rkazants rkazants added the category: ONNX FE OpenVINO ONNX FrontEnd label Sep 20, 2024
@rkazants
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Hi @avidiyal, thanks for the ticket.

@gkrivor, we can support some of these operations in ONNX FE directly (like ai.onnx.ml.FeatureVectorizer, ai.onnx.ml.OneHotEncoder). ai.onnx.ml.LabelEncoder is a sort of Lookup operation already implemented in openvino-tokenizers for TF FE and we can re-use it. ai.onnx.ml.TreeEnsembleRegressor is more for ML domain rather than DL so I have doubt about adding this support.

Best regards,
Roman

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Labels
category: ONNX FE OpenVINO ONNX FrontEnd enhancement New feature or request feature New feature request
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